A comparative study of transformer models and recurrent neural networks for path-dependent composite materials

Petter Uvdal, Mohsen Mirkhalaf

Accurate modeling of Short Fiber Reinforced Composites (SFRCs) remains computationally expensive for full-field simulations. Data-driven surrogate models using Artificial Neural Ne…